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cs.CV2026
A Systematic Benchmark of Intensity Normalisation Methods for 3D Knee MRI Segmentation and Cross-Domain Generalisability
Oliver Mills, Philip Conaghan, Samuel Relton
Robust out-of-the-box performance is essential for the clinical deployment of deep learning models in medical imaging. An important but underexplored factor affecting model general…
cs.CV2023
Variational Autoencoders for Feature Exploration and Malignancy Prediction of Lung Lesions
Benjamin Keel, Aaron Quyn, David Jayne +1
Lung cancer is responsible for 21% of cancer deaths in the UK and five-year survival rates are heavily influenced by the stage the cancer was identified at. Recent studies have dem…